InfoObjects on Databricks
A consulting partnership that ships production data and AI on the Databricks Lakehouse. Unity Catalog governance, Delta Sharing distribution, Workflows orchestration, Mosaic AI for model serving, and the Forward-Deployed Engineering pods that turn Databricks reference architectures into running enterprise systems.
What we ship on Databricks
Lakehouse architecture
Medallion bronze / silver / gold designs, Delta Lake, ingestion via Nifi, Fivetran, and TetraScience.
Unity Catalog governance
Centralized data governance, access control, lineage, and audit across the customer's Databricks workspaces.
Workflows & DAB
Databricks Workflows for orchestration, Databricks Asset Bundles for CI/CD, automated data quality via DQX.
Delta Sharing
Secure, controlled data distribution across organizations using hub-and-spoke patterns over Delta Sharing.
RAG on Databricks
Vector Search, embedding pipelines, and retrieval-augmented LLM applications grounded in lakehouse data.
Mosaic AI
Model serving, model registry, fine-tuning pipelines, and production deployment of ML and GenAI models.
Cloud migration
Zero-downtime migrations from legacy data platforms into Databricks, with metadata and access-control preservation.
MLOps
MLflow tracking, registry, deployment, monitoring, and retraining loops engineered for production scale.
Selected Databricks engagements
How we engage
Engagements are FDE-led. Forward-Deployed Engineers embed in the customer's Databricks environment from day one. Mutual NDA before any technical discovery. Customer owns all code, models, prompts, datasets, evaluations, and Databricks assets created under the Statement of Work. Two-week kickoff to first working demo. Production rollout in weeks, not quarters.
Available as a Databricks consulting partner on AWS Marketplace and through direct engagement. Compliance-ready (SOC 2, HIPAA, GDPR, and regional equivalents as the engagement requires).
Discovery calls, scoping, and partner co-sell. Email inquiry@infoobjects.com.